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Faculty · 師資介紹

賴佳瑜 助理教授

資訊管理系

賴佳瑜
英文姓名
Chia-Yu Lai
研究室
管理學院 CM458
分機
7907
研發績效（FPS）→（另開新視窗）

研究專長

大數據分析文字探勘機器學習金融財務探勘

學歷

  • 國立中山大學資訊管理博士 (2018/1畢)
  • 美國加州州立大學富樂頓分校主修財務管理 (2006/12畢)
  • 國立中山大學資訊管理學士 (2000/7畢)

經歷

歷任職務與起訖時間。
職務 期間
國立屏東科技大學資訊管理系助理教授 2018/8–迄今
國立屏東科技大學資訊管理系兼任講師 2016/2–2018/06
台虹科技資訊股份有限公司財務資訊顧問 2016/7–2018/6
台虹科技資訊股份有限公司資深專案課長 2010/6–2016/4

著作

  • AI-Driven Ranking of Insurance Companies Using Text Mining and Two-Stage Network DEA Techniques財務金融學刊期刊 賴佳瑜*, 楊淯程, Vipin, AI-Driven Ranking of Insurance Companies Using Text Mining and Two-Stage Network DEA Techniques, 財務金融學刊, 國立臺灣大學財務金融學系, 34, 1, 45-86
  • Peripheral Blood Inflammatory Markers as A Reliable Predictor of Gastric Mucosal Metaplasia Change in the Middle-aged PopulationJournal of Cancer期刊 賴佳瑜, 李捷, 陳聰興*, Peripheral Blood Inflammatory Markers as A Reliable Predictor of Gastric Mucosal Metaplasia Change in the Middle-aged Population, Journal of Cancer, Ivyspring International Publisher, 15, 11, 3313-3320
  • 企業客戶語音業務流失預測之研究中山管理評論期刊 賴佳瑜*, 黃三益, 林彥君, 企業客戶語音業務流失預測之研究, 中山管理評論, 國立中山大學管理學院, 30, 2, 293-323
  • Leadership, regulatory focus and information systems development project team performance期刊 Leadership, regulatory focus and information systems development project team performance, International Journal of Project Management, International Journal of Project Management, 36, 3, 566-582
  • Crowdfunding and regional entrepreneurial investment: an application of the CrowdBerkeley databaseResearch Policy期刊 Crowdfunding and regional entrepreneurial investment: an application of the CrowdBerkeley database, Research Policy, 46, 10, 1723-1737
  • The Identification of Noteworthy Hotel Reviews for Hotel ManagementPacific Asia Journal of the Association for Information System期刊 The Identification of Noteworthy Hotel Reviews for Hotel Management, Pacific Asia Journal of the Association for Information System, 6, 4, 1-17
  • Forecasting Carbon Emissions in the AI Industry: Integrating ESG Semantics with Large Language ModelsThe 2026 Hawaii International Conference on System Sciences (HICSS 2025)研討會 賴佳瑜*, 陳灯能, 廖偉翔, Yu-Chen, Forecasting Carbon Emissions in the AI Industry: Integrating ESG Semantics with Large Language Models, The 2026 Hawaii International Conference on System Sciences (HICSS 2025), 夏威夷茂宜, 美國
  • Predicting Patent Licensing Using Graph Convolutional Networks (GCN)The 2025 Hawaii International Conference on System Sciences (HICSS 2025)研討會 賴佳瑜*, Predicting Patent Licensing Using Graph Convolutional Networks (GCN), The 2025 Hawaii International Conference on System Sciences (HICSS 2025), 夏威夷, 美國
  • 研討會 黃三益*, 賴佳瑜, , Pacific Asia Conference on Information Systems , 南昌, 大陸地區
  • Patent Litigation Prediction Using Machine LearningHCI INTERNATIONAL 2023研討會 賴佳瑜*, 陳昇輝, Patent Litigation Prediction Using Machine Learning, HCI INTERNATIONAL 2023, Copenhagen, 丹麥王國, 389-395
  • Using Patent Mining to Explore the Impacts of Patent Intensity and Diversity on the Enterprise’s Financial PerformanceIEEE ICCE-TW 2023研討會 賴佳瑜*, 陳灯能, 廖宜泓, Using Patent Mining to Explore the Impacts of Patent Intensity and Diversity on the Enterprise’s Financial Performance, IEEE ICCE-TW 2023, 屏東, 中華民國
  • Using Patent Data to Identify Emerging Trends and Cross-Market Competitors in IoT DomainThe Workshop on e-Business (WeB)研討會 賴佳瑜*, 黃三益, 蘇舫瑄, Using Patent Data to Identify Emerging Trends and Cross-Market Competitors in IoT Domain, The Workshop on e-Business (WeB) , 哥本哈根, 丹麥王國
  • Predicting Firm Performance Using ESG Scores, Annual Reports, and Patents研討會 賴佳瑜*, 陳灯能, Predicting Firm Performance Using ESG Scores, Annual Reports, and Patents, The Pacific Asia Conference on Information Systems (PACIS), Taipei-Sydney, 澳大利亞
  • Firm Performance Forecasting Service using Machine Learning TechniquesInternational Conference on Service Science and Innovation研討會 賴佳瑜*, 陳灯能, Firm Performance Forecasting Service using Machine Learning Techniques, International Conference on Service Science and Innovation, Kaohsuing, 中華民國
  • Credit Rating Prediction Using Corporate Innovation and Financial RatiosThe Pacific Asia Conference on Information Systems (PACIS)研討會 賴佳瑜*, 陳灯能, Credit Rating Prediction Using Corporate Innovation and Financial Ratios, The Pacific Asia Conference on Information Systems (PACIS) , Dubai, 阿拉伯聯合大公國, 1-24
  • A Cross-lingual Patent Topics Model for Trend AnalysisInternational Computer Symposium (ICS) 2020研討會 賴佳瑜*, 陳灯能, A Cross-lingual Patent Topics Model for Trend Analysis, International Computer Symposium (ICS) 2020, 台南, 中華民國, 525-528
  • To Design and Implement a Recommender System based on Brainwave: Applying Empirical Model Decomposition (EMD) and Neural NetworksHawaii International Conference on System Sciences研討會 陳灯能*, To Design and Implement a Recommender System based on Brainwave: Applying Empirical Model Decomposition (EMD) and Neural Networks, Hawaii International Conference on System Sciences, Grand Wailea, Maui, 美國, 4426-4434
  • Cross-Lingual Patent Retrieval Based on Word Embeddings18th Workshop on e-Business研討會 賴佳瑜*, 陳灯能, Cross-Lingual Patent Retrieval Based on Word Embeddings, 18th Workshop on e-Business, Munich, Germany, 2019, 慕尼黑, 德意志聯邦共和國
  • Patent Claim Eligibility Prediction Using Text Mining TechniquesHawaii International Conference on System Sciences研討會 Patent Claim Eligibility Prediction Using Text Mining Techniques, Hawaii International Conference on System Sciences, Hilton Waikoloa Village, Hawaii, 美國, 587-596
  • Incorporating Comment Text into Success Prediction of Crowdfunding CampaignsPACIS研討會 Incorporating Comment Text into Success Prediction of Crowdfunding Campaigns, PACIS, 蘭卡威, 馬來西亞
  • Personalized Hotel Recommendation Using Text Mining and Mobile Browsing Tracking. In Systems, Man, and Cybernetics研討會 Personalized Hotel Recommendation Using Text Mining and Mobile Browsing Tracking. In Systems, Man, and Cybernetics, 2015 IEEE International Conference on Systems, Man, and Cybernetics, 香港, 香港, 191-196
  • The Identification of Noteworthy Hotel Reviews for Hotel Management.Pacific Asia Conference on Information Systems (PACIS)研討會 The Identification of Noteworthy Hotel Reviews for Hotel Management., Pacific Asia Conference on Information Systems (PACIS), 成都, 大陸地區
  • Leadership, regulatory focus and project performance研討會 Leadership, regulatory focus and project performance, In 8th Pre-ICIS International Research Workshop on Information Technology Project Management, 米蘭, 義大利共和國
  • 電子商務與網路社會新境界2017專書 電子商務與網路社會新境界2017, 前程文化, 從新聞挖掘社會議題事件之研究
  • 榮獲106學年度博士研究生優秀畢業論文獎獲獎 榮獲106學年度博士研究生優秀畢業論文獎, 國立中山大學, 中華民國
  • 106年度「人文與社會科學領域博士候選人撰寫博士論文」獎勵獲獎 106年度「人文與社會科學領域博士候選人撰寫博士論文」獎勵, 科技部, 中華民國
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